Ruoqing Zhu
University of Illinois at Urbana-Champaign
H-index: 16
North America-United States
Top articles of Ruoqing Zhu
Estimating optimal infinite horizon dynamic treatment regimes via pt-learning
Journal of the American Statistical Association
2024/1/2
Ruoqing Zhu
H-Index: 10
Annie Qu
H-Index: 18
Random Forest Weighted Local Fréchet Regression with Random Objects
Journal of Machine Learning Research
2024
Fecal metagenomics to identify biomarkers of food intake in healthy adults: Findings from randomized, controlled, nutrition trials
The Journal of Nutrition
2024/1/1
Ruoqing Zhu
H-Index: 10
Dietary patterns among US food insecure cancer survivors and the risk of mortality: NHANES 1999–2018
Cancer Causes & Control
2024/3/26
Ruoqing Zhu
H-Index: 10
Estimating heterogeneous treatment effect on multivariate responses using random forests
Statistics in Biosciences
2023/12
Boyi Guo
H-Index: 6
Ruoqing Zhu
H-Index: 10
AI in Pharma for Personalized Sequential Decision-Making: Methods, Applications and Opportunities
arXiv preprint arXiv:2311.18725
2023/11/30
Hongtao Zhang
H-Index: 13
Ruoqing Zhu
H-Index: 10
Systems and methods for adaptative training of machine learning models
2023/11/16
Stage-Aware Learning for Dynamic Treatments
arXiv preprint arXiv:2310.19300
2023/10/30
Ruoqing Zhu
H-Index: 10
Annie Qu
H-Index: 18
Policy Learning for Individualized Treatment Regimes on Infinite Time Horizon
arXiv preprint arXiv:2309.13458
2023/9/23
Ruoqing Zhu
H-Index: 10
Distributional shift-aware off-policy interval estimation: A unified error quantification framework
2023/9/23
Ruoqing Zhu
H-Index: 10
Annie Qu
H-Index: 18
Augmenting nutritional metabolomics with a genome-scale metabolic model for assessment of diet intake
2023/9/3
Corrected kernel principal component analysis for model structural change detection
arXiv preprint arXiv:2307.07827
2023/7/15
Lixing Zhu
H-Index: 31
Ruoqing Zhu
H-Index: 10
Random Forests for Survival Analysis and High-Dimensional Data
2023/4/22
Ruoqing Zhu
H-Index: 10
Yifan Cui
H-Index: 7
Estimating heterogeneous treatment effects with right-censored data via causal survival forests
Journal of the Royal Statistical Society Series B: Statistical Methodology
2023/4/1
A time-sensitive trigger for a streaming data environment
2023/2/9
A tool for selecting relevant features in precision diagnostics
2023/2/9
Quasi-optimal reinforcement learning with continuous actions
arXiv preprint arXiv:2301.08940
2023/1/21
Ruoqing Zhu
H-Index: 10
Fecal metabolites as biomarkers for predicting food intake by healthy adults
The Journal of nutrition
2022/12/1
Ruoqing Zhu
H-Index: 10
Empirical dietary patterns associated with food insecurity in US cancer survivors: NHANES 1999–2018
International journal of environmental research and public health
2022/10/28
Ruoqing Zhu
H-Index: 10
Co-Authors
